AAAI 2024 Spring Symposium Series Clinical FMs Submissions

LLMs Pick Up Cues of Potential Comorbid ADHD in People Reporting Anxiety when Keywords Are Not Enough
Michael Guerzhoy
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Striding into Clarity: Wearable Sensor-Driven Estimation of Knee Adduction Moment, Unveiling the Black Box with Sequence-Based Neural Networks and Explainable Artificial Intelligence
Jasmine Liang
- Published: 29 Feb 2024, Last Modified: 01 Mar 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Memorize and Rank: Enabling Large Language Models for Medical Event Prediction
Mingyu Derek Ma, Yijia Xiao, Anthony Cuturrufo, Xiaoxuan Wang, Wei Wang
- Published: 29 Feb 2024, Last Modified: 01 Mar 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Med-HVL: Automatic Medical Domain Hallucination Evaluation for Large Vision-Language Models
Qianqi Yan, Xuehai He, Xin Eric Wang
- Published: 29 Feb 2024, Last Modified: 01 Mar 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Identity information based on human magnetocardiography signals
Pengju Zhang, Chenxi Sun, Jianwei Zhang, Hong Guo
- Published: 29 Feb 2024, Last Modified: 01 Mar 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Retrieval-Based Disease Prediction for Myocardial Injury after Noncardiac Surgery: Leveraging Language Models as Diagnostic Tools
Namjun Park, Donggeun Ko, Dongjun Lee, San Kim, Jaekwang KIM
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
CycleTrans: a transformer-based clinical foundation model for safer prescription
Yuhan Zheng, Xiaotao Lin, Kexuan Chen, Shengxin Zhu
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Feasibility of Automatically Detecting Practice of Race-Based Medicine by Large Language Models
Akshay Swaminathan, Sid Salvi, Philip Chung, Alison Callahan, Suhana Bedi, Alyssa Unell, Mehr Kashyap, Roxana Daneshjou, Nigam Shah, Dev Dash
- Published: 29 Feb 2024, Last Modified: 01 Mar 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Adapting a Generative Pretrained Transformer Achieves SOTA Performance in Assessing Diverse Physiological Functions Using Only Photoplethysmography Signals: A GPT-PPG Approach
Zhaoliang Chen, Cheng Ding, Nirbhay Modhe, Jiaying Lu, Carl Yang, Xiao Hu
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
CRAFT-MD: A Conversational Evaluation Framework for Comprehensive Assessment of Clinical LLMs
Shreya Johri, Jaehwan Jeong, Benjamin A. Tran, Daniel I Schlessinger, Shannon Wongvibulsin, Zhuo Ran Cai, Roxana Daneshjou, Pranav Rajpurkar
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Fairness without Demographics on Electronic Health Records
Yingtao Luo, Zhixun Li, Qiang Liu, Jun Zhu
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation
Zhihong Chen, Maya Varma, Jean-Benoit Delbrouck, Magdalini Paschali, Louis Blankemeier, Dave Van Veen, Jeya Maria Jose Valanarasu, Alaa Youssef, Joseph Paul Cohen, Eduardo Pontes Reis, Emily Tsai, Andrew Johnston, Cameron Olsen, Tanishq Mathew Abraham, Sergios Gatidis, Akshay S Chaudhari, Curtis Langlotz
- Published: 29 Feb 2024, Last Modified: 01 Mar 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Common Factors in Psychotherapy: Enhancing Provider-to-Patient Dynamics to Improve Patient Outcomes
Alison Cerezo
- Published: 29 Feb 2024, Last Modified: 01 Mar 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models
Anurag Garikipati, Jenish Maharjan, Navan Preet Singh, Leo Cyrus, Mayank Sharma, Madalina Ciobanu, Gina Barnes, Qingqing Mao, Ritankar Das
- Published: 29 Feb 2024, Last Modified: 01 Mar 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Review of Language Models for Survival Analysis
Vincent Jeanselme, Nikita Agarwal, Chen Wang
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Adapting Segment Anything Models to Medical Imaging via Fine-Tuning without Domain Pretraining
Kevin Li, Pranav Rajpurkar
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
SleepFM: Multi-modal Representation Learning for Sleep across ECG, EEG and Respiratory Signals
Rahul Thapa, Bryan He, Magnus Ruud Kjaer, Hyatt Moore IV, Gauri Ganjoo, Emmanuel Mignot, James Y. Zou
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
TNM Tumor Classification from Unstructured Breast Cancer Pathology Reports using LoRA Finetuning of Mistral 7B
Kyle McCleary, James Ghawaly, Lucio Miele
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
A Reflection and Outlook on Clinical Adaption of Large Language Models
Hanyin Wang, Chufan Gao, Jimeng Sun
- Published: 29 Feb 2024, Last Modified: 01 Mar 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Enhancing Collaborative Medical Outcomes through Private Synthetic Hypercube Augmentation: PriSHA
Shinpei Nakamura Sakai, Dennis Shung, Jasjeet S Sekhon
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Gene Pathogenicity Prediction using Genomic Foundation Models
Mohammad Amaan Sayeed, Hanan Aldarmaki, Boulbaba Ben Amor
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
SoftTiger: A Clinical Foundation Model for Healthcare Workflows
Ye Chen, Igor Couto, Wei Cai, CONG FU, Bruno Dorneles
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
yanwu xu, Li Sun, Wei Peng, kayhan Batmanghelich
- Published: 29 Feb 2024, Last Modified: 01 Mar 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Computational Pathology at Health System Scale – Self-Supervised Foundation Models from Billions of Images
Gabriele Campanella, Chad Vanderbilt, Thomas Fuchs
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
GatorTron and GatorTronGPT: Large Language Models for Clinical Narratives
Cheng Peng, Xi Yang, Mengxian Lyu, Kaleb E Smith, Anthony Costa, Mona G Flores, Jiang Bian, Yonghui Wu
- Published: 29 Feb 2024, Last Modified: 02 May 2024
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone